{"id":"W2297479865","doi":"10.14202/vetworld.2015.1118-1125","title":"Prevalence of Cryptosporidia, Eimeria, Giardia, and Strongyloides in pre-weaned calves on smallholder dairy farms in Mukurwe-ini district, Kenya","year":2015,"lang":"en","type":"article","venue":"Veterinary World","topic":"Animal health and immunology","field":"Veterinary","cited_by":24,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Saskatchewan; University of Prince Edward Island","funders":"World Agroforestry Centre; Atlantic Veterinary College","keywords":"Strongyloides; Eimeria; Feces; Veterinary medicine; Coccidiosis; Giardia; Strongyloides stercoralis; Medicine; Biology; Helminths; Immunology; Microbiology","routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0005034076,0.0003572994,0.0005859844,0.0005044941,0.00005047105,0.00001863424,0.0003450764,0.0001414136,0.0001212718],"category_scores_gemma":[0.0001315915,0.0003533598,0.00007530334,0.0004885531,0.0002566516,0.0002969355,0.0002886757,0.0004817685,0.00004726028],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001606306,"about_ca_system_score_gemma":0.0001368573,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001298115,"about_ca_topic_score_gemma":0.0001158884,"domain_scores_codex":[0.9973199,0.0003315156,0.0007895652,0.0006243215,0.0002473156,0.0006873661],"domain_scores_gemma":[0.9987077,0.0002611079,0.0002262861,0.0005268931,0.00005060904,0.0002273733],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.04825266,0.002164238,0.8864144,0.002602898,0.000116143,0.002552016,0.007638971,0.00006750275,0.02240078,0.001418204,0.001319924,0.02505224],"study_design_scores_gemma":[0.001870601,0.01169347,0.9824216,0.0003599112,0.00001561461,0.0001448064,0.000437478,0.0001465126,0.000243672,0.0002762176,0.002013527,0.0003765692],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.994069,0.002076558,0.00001331688,0.000155918,0.0003593479,0.0005856748,0.00007915802,0.00005790153,0.002603072],"genre_scores_gemma":[0.9982325,0.0002592405,0.0004566955,0.0001051909,0.00008293182,0.00009094836,0.00001834452,0.00004411908,0.0007100258],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0960072,"threshold_uncertainty_score":0.9998918,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.08931480840909911,"score_gpt":0.3433567519066696,"score_spread":0.2540419434975705,"validation_status":"score_only:v0-immature-baseline","note":"Baseline scores from an immature model (maturity gate not passed). Scores rank; they never assert a category."}}